For the Research Topic Data Assimilation and Control: Theory and Applications in Life Sciences we first review the formulation of statistical data assimilation (SDA) and discuss algorithms for ...

The understanding of complex systems is a key element to control the system's dynamics. To gain deeper insights into the underlying actions of complex systems, typically observations are analyzed what ...

Data assimilation allows measurements of a system to be merged with models in order to improve simulations. While data assimilation can be applied to very complex systems, it can be demonstrated in ...

This repository provides code to reproduce results from the paper Simultaneous Assimilation and Downscaling of simulated Sea Surface Heights with Deep Image Prior ...